{"id":"W3185862476","doi":"10.23977/aetp.2021.54016","title":"Research on the Quality Evaluation System of First-Class Talents Training based on the Background of “Double First-Class” Construction","year":2021,"lang":"en","type":"article","venue":"Advances in Educational Technology and Psychology","topic":"Human Resource and Talent Management","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Class (philosophy); First class; Quality (philosophy); World class; Training (meteorology); Engineering management; Plan (archaeology); Engineering; Computer science; Artificial intelligence; Industrial engineering; Data mining","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005687625,0.0003969648,0.0003598497,0.002862051,0.001321974,0.003883633,0.0005764574,0.0005055317,0.001751149],"category_scores_gemma":[0.01150877,0.0001905595,0.0006175934,0.002773104,0.001212495,0.003478618,0.001001565,0.0007280982,0.0001385147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005678498,"about_ca_system_score_gemma":0.004945169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01263761,"about_ca_topic_score_gemma":0.006719685,"domain_scores_codex":[0.9949033,0.001653985,0.0004619474,0.0005629086,0.002038978,0.0003788424],"domain_scores_gemma":[0.9929029,0.002001333,0.000850787,0.0003008592,0.003540814,0.0004032549],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003207323,0.0005483468,0.3247194,0.001411886,0.0002326959,0.0002545701,0.01466653,0.01549391,0.01170759,0.09086467,0.00613018,0.5336496],"study_design_scores_gemma":[0.0001208511,0.001163373,0.7519795,0.0006685669,0.0004402255,0.0006040241,0.0249283,0.1459562,0.01659946,0.02957874,0.02770481,0.0002559539],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.800794,0.002207337,0.1392046,0.00288652,0.000205639,0.0007505044,0.0002151033,0.0002093494,0.05352692],"genre_scores_gemma":[0.9837319,0.0004177151,0.01418225,0.00005618439,0.00002294891,0.0001195551,0.00009412057,0.00000612967,0.001369201],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9943123,"threshold_uncertainty_score":0.04120064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1396288067553702,"score_gpt":0.4205554277009012,"score_spread":0.280926620945531,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}